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Paper Citation Record · LEDGER

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design

As of 16 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2608.01378.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.01378 v1

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:19:36.700034Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

70 of 70 outbound references displayed

  • verified exact7
  • verified fuzzy49
  • unresolved13
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b9a7b49b-057f-46f4-bc6b-7eb5d13f608b · outbound

This paper cites Conservative Objective Models for Effective Offline Model-Based Optimization.Proc.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Conservative Objective Models for Effective Offline Model-Based Optimization.Proc

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.242121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.341139Z digest=sha256:de3cf44a4a880d53b8ed646b5b4e6dfa93980130693a2a26a57d9fa203488c62

Observation 73741302-e9d7-4db7-a6d7-a42703c0756c · outbound

This paper cites Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization.Proc.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization.Proc

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.226271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.347030Z digest=sha256:83b44424ba583d6bfe7f30da8cca980c66f167e22baf8a1bf1b1e5f6fb8fe149

Observation 89d02d74-be52-48f4-82c9-f2dd43362edd · outbound

This paper cites How Powerful Are Performance Predictors in Neural Architecture Search?Adv.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design How Powerful Are Performance Predictors in Neural Architecture Search?Adv

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.210027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.351927Z digest=sha256:33b79c3ffba79d3609849755bf4cea73767b1bf6e3bdce47d975e200169eb434

Observation a42e99b8-10e7-47ff-b279-09993d423b28 · outbound

This paper cites Scaling Laws for Reward Model Overoptimization.Proc.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Scaling Laws for Reward Model Overoptimization.Proc

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.193929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.358425Z digest=sha256:ebffa0a1b3f02bc014ebe1bc13f1fd882bccb29285d7a74eb38cc84a3caa6037

Observation 0d69aeac-b87d-4e14-94be-9deb9a665895 · outbound

This paper cites Inference Scaling Flaws: The Limits of LLM Resampling with Imperfect Verifiers.arXiv2024, 2411.17501.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Inference Scaling Flaws: The Limits of LLM Resampling with Imperfect Verifiers.arXiv2024, 2411.17501

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.364070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.364070Z digest=sha256:d37657411bc31a1698be8f4fbea124746baaf0abab0945365fc6ae678a630db9

Observation bfa46202-3cab-4600-bca5-81be9c34f925 · outbound

This paper cites E.; Winkler, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design E.; Winkler, R

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.178263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.369199Z digest=sha256:462fab7df7d652d18f2131c49d85fef209ae61729e666180cb0f6c29ea32af47

Observation a0626fba-e387-4460-a824-23f9fb1c38bf · outbound

This paper cites C.; Clapp, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design C.; Clapp, R

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.163086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.374387Z digest=sha256:c5c31e09e214da5a738798f726ca499d40d22f82ce610c84b80b852f46ec691e

Observation 92447332-aa50-4753-9efe-d9fff7b55238 · outbound

This paper cites NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.146356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.379970Z digest=sha256:41bf397ab5dc75ffea76d100662c5c050ee6cdde1e98b264351be38ff1ede0c9

Observation 140c0a78-fd51-4db4-9ce4-0b47ea863ab0 · outbound

This paper cites Offline Model-Based Optimization by Learning to Rank.Int.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Offline Model-Based Optimization by Learning to Rank.Int

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.129448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.385634Z digest=sha256:bb5d66ec98ad81de158f7b8ab2c1eb46f1c0ea4a4b407e494f760ef5c29aa36f

Observation 2405b7bd-496d-4114-871f-440cb98fafb8 · outbound

This paper cites On the Complexity of Best-Arm Identification in Multi-Armed Bandit Models.J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design On the Complexity of Best-Arm Identification in Multi-Armed Bandit Models.J

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.113068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.390315Z digest=sha256:b09c5dfe114e523f9af8d3d77b587800720b6b33c415d22dd546010bb7a42d6d

Observation 1c763d33-e0a7-4d6f-9bea-d4fcb6f6ec92 · outbound

This paper cites Verification Based Solution for Structured MAB Problems.Adv.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Verification Based Solution for Structured MAB Problems.Adv

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.096476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.395300Z digest=sha256:415e58ba0ca6192dc82720685d2dfd78a1813350520ea8a63079baaecc1a3a82

Observation a5536a46-07be-414f-9171-1856a50f9a66 · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:19:38.079536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.400215Z digest=sha256:1b90ec838027211d438318259fe2f29b7d305c4413cb07b0a2ff48a079cf48b4

Observation 66c00210-4e06-4d8d-8f8d-9288045aabb7 · outbound

This paper cites Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage.J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage.J

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.062903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.405305Z digest=sha256:79f41b5efb1b39dc6532768fc82d6af66cc61de45755158bcc0486814c9a5cf9

Observation e3466d4d-8eab-4386-be72-22688adace30 · outbound

This paper cites N.; Listgarten, J.; Jordan, M.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design N.; Listgarten, J.; Jordan, M

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.047340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.409991Z digest=sha256:4dd717be8bc3d0009ab1b71aa244e3a5f1bb98a57e116b528a276204aa3965f2

Observation 0d34d2e6-30ab-4baa-895e-fda6a8ba398e · outbound

This paper cites R.; Kalyanakrishnan, S.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design R.; Kalyanakrishnan, S

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.031463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.415488Z digest=sha256:adbdb9b226087e53eed7289801c874391f68653dcb3d7f2809d11fe462353813

Observation 57d2fc75-1a6f-40ba-9203-6dad1aceeb99 · outbound

This paper cites Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence.Proc.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence.Proc

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:38.014129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.420357Z digest=sha256:f46b5a03bbf4d3f5684dc305ade3dc6d31223d8b825c4e72c6eee6fa2a1aafec

Observation fb120639-54f6-4cfe-a7bb-b015c6784645 · outbound

This paper cites Multi-Fidelity Gaussian Process Bandit Optimisation.J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Multi-Fidelity Gaussian Process Bandit Optimisation.J

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.997669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.425338Z digest=sha256:bf150ce8461b0b5a15dcac741e880b465ef6a71a45f4a40307fd35cf1d173075

Observation 3b3c71a6-922a-4ab8-978c-2e1b87470d09 · outbound

This paper cites B.; Wagner, D.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design B.; Wagner, D

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.982713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.429951Z digest=sha256:ae233d6fff873c3ad2750765f89f738b7d5cd68f4147d5b86f66132994f7b25a

Observation dd49647f-aed8-4910-a19d-a86dfaac745e · outbound

This paper cites S.; Aykol, M.; Cheon, G.; Cubuk, E.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design S.; Aykol, M.; Cheon, G.; Cubuk, E

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.966915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.434784Z digest=sha256:f067b3ac64f49775c7f7724eb9393fa45ee2562d6cb741d164238db46554993f

Observation 2f52b18e-42ef-412a-814c-23a162dacf5f · outbound

This paper cites J.; Rendy, B.; Fei, Y.; et al.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design J.; Rendy, B.; Fei, Y.; et al

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.951831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.439823Z digest=sha256:a7c90db019917d0376ee430b7fe0c3f4aae712807c7583e20b0b64ac8c3e81c1

Observation d2334df5-c1ae-4300-96da-88b296334d33 · outbound

This paper cites B.; Bhatt, P.; Schoop, L.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design B.; Bhatt, P.; Schoop, L

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.936259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.444369Z digest=sha256:cca180391637b74785ae669437c31d7164dccb006f5d0a8c9c55d9a058bc8f79

Observation c05ce0c5-dbf7-4cb9-9e88-ac38ec3ef499 · outbound

This paper cites K.; Seshadri, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design K.; Seshadri, R

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.919445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.449593Z digest=sha256:c269943b5a21b6fe1343d4742b988737f8e1bf739e5c595a9662417917552187

Observation ecf4d5b7-2a29-4cfb-9864-ddb3097d53da · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 23

Resolution
malformed identifier
no resolver link, observed 2026-08-15T15:19:36.454852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.454852Z digest=sha256:c202737b153a64cd0bb847897b0b0f59fef4c2abe0fd22ee64778f7e3f9fbb32

Observation eefa0eda-e4f7-420a-8883-6f334e83e8a6 · outbound

This paper cites Overtuning in Hyperparameter Optimization.Proc.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Overtuning in Hyperparameter Optimization.Proc

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.902041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.459502Z digest=sha256:d1793c15b209a1c5840a83c4afdab694e11ca6bcaa398922c2d1c51e0174e129

Observation 628af481-be7b-483a-9997-939611d299b7 · outbound

This paper cites Optimizer's Information Criterion: Dissecting and Correcting Bias in Data-Driven Optimization.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Optimizer's Information Criterion: Dissecting and Correcting Bias in Data-Driven Optimization

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.464441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.464441Z digest=sha256:f786679d17222cbd97374e205fa6218cda8a191ae847f593acc0fed378d90c30

Observation 3335d79a-06df-4cf6-91c6-86478ee859c4 · outbound

This paper cites Efficient Estimation and Correction of Selection-Induced Bias with Order Statistics.Stat.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Efficient Estimation and Correction of Selection-Induced Bias with Order Statistics.Stat

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.885107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.469426Z digest=sha256:701e858dd89f67cefec751b8138b9511f73a250f6576aa74e668ca55d98d31b9

Observation a26f2776-637e-4fc6-96b5-ff521cfb5630 · outbound

This paper cites M.; Restelli, M.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design M.; Restelli, M

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.869105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.474600Z digest=sha256:f2cb20d2e3e7a12d5425802f402074b34f4af9a281417d6a652176c8867ddad7

Observation b38cc071-de5c-4c19-b4b8-52fc946e2054 · outbound

This paper cites Best Arm Identification with LLM Judges and Limited Human Audits.arXiv2026, 2601.21471.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Best Arm Identification with LLM Judges and Limited Human Audits.arXiv2026, 2601.21471

Reference 28

Resolution
verified exact
raw_fallback, observed 2026-08-15T15:19:37.262703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.479158Z digest=sha256:5b4637e4a426e5d2c2d091c194de02383c028b328dacfaa729d250272cf9980e

Observation 542389d2-a0c1-4ac7-9800-bba8bd466c9b · outbound

This paper cites Best-Arm Identification with Generative Proxy.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Best-Arm Identification with Generative Proxy

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-15T15:19:37.188960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.484457Z digest=sha256:d3d45021e4c81e9cff63801c4b23218b285644d7e183e9bc08514c7ac4abd646

Observation 9845c2b8-790b-48d8-9ec7-b87569451d4a · outbound

This paper cites Abbasi-Yadkori, D.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Abbasi-Yadkori, D

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.852381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.489382Z digest=sha256:4688b80f9f8a17588be6f4e81845d5d165b418e428021e293b01d91b027c0d14

Observation f7dd3c10-60f4-4d40-a5b3-734ad2059d49 · outbound

This paper cites Theoretical guarantees on the best-of-n alignment policy.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Theoretical guarantees on the best-of-n alignment policy

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.494164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.494164Z digest=sha256:bbc1ee6e39ee1abc1d7138833b66a5444a444247a6de27d52c0bbfaa2c20e080

Observation 6e4d4261-8144-4c33-b8ff-31f68dd4004a · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:19:37.836263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.499290Z digest=sha256:9431481eee7c900709e8b5ed5ace0a0b4f67e83f1745c1478f34b5b74ed2450b

Observation 250b8307-3b18-405a-a0a6-171bb6d2e915 · outbound

This paper cites Bertsekas, J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Bertsekas, J

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.820570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.504219Z digest=sha256:0f7e1849d8959b9f45edd9b5d2dba14cf00a3764d1137b823d2acc862a8ed240

Observation a6f41a25-478d-4adb-ab16-9a7ecd559dfd · outbound

This paper cites Boucheron, G.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Boucheron, G

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.805295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.509539Z digest=sha256:f89c95163536b58cd6bd519b84c6ca7be28436c3b2d9671f5578d5a1717f0e72

Observation 7dbd33f7-5e6e-4ea4-b74f-26c780c4f8d4 · outbound

This paper cites Cameron, J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Cameron, J

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.789646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.514268Z digest=sha256:32dcac5836bab9a1d1c468a2bb6835c9328e539b12a07f95624a440d24152893

Observation 34803a4a-64f5-4113-ba62-8170fdba8dde · outbound

This paper cites Castro, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Castro, R

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.774734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.519544Z digest=sha256:b2b6da377b6290f1ea72ebf493a58e95e9fbad87730cd459aa093c918a171ce6

Observation ee2426f9-bd56-48e5-a069-1a0989c2ded3 · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:19:37.759158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.524905Z digest=sha256:6206e275e6f8141dd3f048b2f77af07efe600bf07419306f4ba69ca05218b1c4

Observation 85c10ed8-9fa4-4c1d-8161-f1508311e959 · outbound

This paper cites predict, then optimize.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design predict, then optimize

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.743207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.529632Z digest=sha256:ecad01db06645afc4244651345aedff1d9addc82183e30cc1e20f64cc253c215

Observation 6de6081b-8440-4a11-9d1a-ebd028cc4be7 · outbound

This paper cites Even-Dar, S.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Even-Dar, S

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.727730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.535251Z digest=sha256:efa1305ffa3a7dc03af0b889388285ee7ab1aeef439dad5fade0e87132f7969a

Observation 32e57e8a-d451-4f64-9907-e87639ebfc29 · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:19:37.711701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.540022Z digest=sha256:31e59430286fff0888e12b4c66d4149c02a72655179ffd75a68a1e150dae8c86

Observation 9a3df92b-f4e5-439d-9954-9920204c66b3 · outbound

This paper cites Gabillon, M.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Gabillon, M

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.695832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.545599Z digest=sha256:ff64e1e5f6eeca7bbf739e96247c4a0ffe639085b7dea158d9b7a801ce873f38

Observation 21e54033-55da-4c51-8413-824988504391 · outbound

This paper cites Howard, A.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Howard, A

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.681069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.550742Z digest=sha256:55f36b7b02f3ffc5a81e10ca20181a625b10d4f11175ac1bfb65378a6e8ceeb1

Observation cacedd03-d50d-411f-9dad-bf35a77561f2 · outbound

This paper cites Jamieson, M.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Jamieson, M

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.665040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.556016Z digest=sha256:6f9aa8996a7f0df49188491373691df8fe8b46f648c920408d6e663a588e2655

Observation 78a91a68-9189-474f-a220-0bf1b8e829f5 · outbound

This paper cites Jamieson, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Jamieson, R

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.649488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.560785Z digest=sha256:6f2f62917501c4dd0893a1e1bb43faad503ce86dbf34e29fcefa071446ca1088

Observation 0aa0e2de-c844-4422-9fc6-689d858e27e6 · outbound

This paper cites Reinforcement Learning from Human Feedback with Active Queries.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Reinforcement Learning from Human Feedback with Active Queries

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.565683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.565683Z digest=sha256:8b5cd03c1b83d364b6847e973c3aa310c691aa0eece5060f80c50c9e60f6d458

Observation 05640a63-4526-4c73-9922-971709dcb6fa · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:19:37.633552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.570835Z digest=sha256:be2da0bc6a1cc49d73b0cd0e6cbec205a534b9085b270ae3f885948c8bcb3fff

Observation fb7706bb-1eca-470a-ae5c-c15911f059dd · outbound

This paper cites Kalyanakrishnan, A.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Kalyanakrishnan, A

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.618024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.576230Z digest=sha256:8da245f82314a0677d73fac85d89ddd6001b703f83431667c0749a2715ce9dc1

Observation 7af5e0fc-16a9-4b22-b06f-f18c36aa79b0 · outbound

This paper cites Kaufmann, W.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Kaufmann, W

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.602198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.580806Z digest=sha256:10f28b17eaa18c8b898bbf79fcdf4ecd5b0dcf97b62de89e90c8a87beced0982

Observation cbd59b32-cf35-497d-bd61-341873ca1005 · outbound

This paper cites Kearns, S.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Kearns, S

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.585427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.586073Z digest=sha256:a3cda96e243572e06f875a07f751392017ddd71fbebeb8eac14cfb5e0340326d

Observation f5afd913-c5d9-4ec3-9858-0f31f52e5ccf · outbound

This paper cites Lattimore, C.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Lattimore, C

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.569374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.591629Z digest=sha256:bbd86fc24bd5a732bf9ce74671bc698df992ed7a71ed4b96f7b169412fe67f98

Observation af54b008-9362-4091-b328-48d494604aef · outbound

This paper cites Lyu et al.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Lyu et al

Reference 51

Resolution
verified exact
raw_fallback, observed 2026-08-15T15:19:37.130958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.596735Z digest=sha256:ac825ed3199b99e5b3d0b20052a23da7c1f1cdf2df988f0e8045bbbbbf0fe8ee

Observation 65b95f9b-c311-4526-a866-7539fd06f85a · outbound

This paper cites Mannor, J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Mannor, J

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.553362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.602042Z digest=sha256:4b895c18e660699356aceb38a76779bcc6b2b513481f46f0524330b7f5f9d346

Observation 3955bcce-fa5d-45e9-b577-869fd1cd394f · outbound

This paper cites Maron, A.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Maron, A

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.536819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.607664Z digest=sha256:718a30645eacdeadc76fab8bad8a08fde41b5651e7084c4b46dc6bc86f4b373d

Observation 2665e107-e5c6-4ca6-9b0b-70cad2daa31b · outbound

This paper cites Perchet, P.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Perchet, P

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.519848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.612782Z digest=sha256:badd58b6bc19fd85ab25c365a5016145f78dca7efc9a2570285c555e1468dff7

Observation 2edafa10-7ae1-4304-892b-b54e4b328255 · outbound

This paper cites Sekhari, K.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Sekhari, K

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.503745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.618451Z digest=sha256:658adac928e0e0c6cc1b54ce333d786dc89bf13b5aa8ca79fd43f455f156659a

Observation a640e88f-164c-4437-ae27-2d1c055248b2 · outbound

This paper cites Simchowitz, K.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Simchowitz, K

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.487813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.623322Z digest=sha256:5ba49b394d14ac6e2bee39159abf136844fa2377b2eea176a53d1f5b5d78e91a

Observation ab3687a2-89af-4b02-81cb-2d197ecc61ab · outbound

This paper cites Singh, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Singh, R

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.470882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.628652Z digest=sha256:1ceca26d2c23993f41ace7e8bb91902da7fda3b096deddfb85da00dc480b8578

Observation 6884b2f0-da1d-4d27-a79a-9d3cec3965d3 · outbound

This paper cites Srivastava.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Srivastava

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.634114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.634114Z digest=sha256:c49e6fbcd881d6ac9d080402e32db830e6cc6f210545c44a4d3e18954e347e84

Observation 8c64f46d-23a1-480c-8547-45758ee95144 · outbound

This paper cites When Self-Belief Misleads: Active Label Acquisition for Reinforcement Learning with Verifiable Rewards.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design When Self-Belief Misleads: Active Label Acquisition for Reinforcement Learning with Verifiable Rewards

Reference 59

Resolution
verified exact
local_arxiv, observed 2026-08-15T15:19:36.994082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.639526Z digest=sha256:a321ee7a3e4bba4b64aeb4bd4fe5e0abbf1fd8ff34457badfe9535a719baecf5

Observation 4107df7e-a7fb-45e4-b776-89fcea87ecc1 · outbound

This paper cites Predicting LLM Safety Before Release by Simulating Deployment.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Predicting LLM Safety Before Release by Simulating Deployment

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-08-15T15:19:36.971679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.645416Z digest=sha256:7241bb80a8209451814b88b775472ce50136a8c6c6a182b127ecc2bae831c4d2

Observation 02d8dbf1-3ee0-45b3-adf8-35d8f672e3ea · outbound

This paper cites Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.650632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:19:36.650632Z digest=sha256:f1c15698290bbc94def1efb9c85a6d1d7d3c5eda6a3dd82f8ebafd35af857395

Observation 58fd6cf8-0928-4bce-b07a-b768401c26c8 · outbound

This paper cites Anthony, S.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Anthony, S

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.451058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.656796Z digest=sha256:b8ac88e577036cfe77cd4790786938a5f264be888e8dc1fb8540445423e28d8e

Observation ba539b04-dd10-4473-8eec-e3a2a5a8e6b3 · outbound

This paper cites Chen, T.-Y.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Chen, T.-Y

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.433089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.662281Z digest=sha256:682f321656aa5826aae01d6a3ff7ea1009181173f7ce677d40c7067bc530f1e9

Observation 69528ce8-fc82-4532-bea2-3e466c47eb4a · outbound

This paper cites Geifman, R.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Geifman, R

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.416458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.668561Z digest=sha256:7dcc2bdcf96718312bc076e986675d9001656cfe50a29b9d4d0da664aa27a835

Observation e3971404-2870-4d5c-9827-2c1a5a4bb73b · outbound

This paper cites Katz-Samuels, K.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Katz-Samuels, K

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T15:19:37.398546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.673677Z digest=sha256:e4cddc3b401ab0f3ff0b1006f714ff4fcf70b004915263d2ccce2ccb5dfbf155

Observation 2396fe14-ecbc-4c17-85ed-feb8b1dc0037 · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 66

Resolution
verified exact
raw_fallback, observed 2026-08-15T15:19:36.931019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.679300Z digest=sha256:00c657a5285f29942a9441dabdbff0a0b40718eb4817f72141f3dbdec0ac1150

Observation 7b4e7e94-bd4d-4e0e-8844-0498a1f6facb · outbound

This paper cites an unresolved cited work.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-15T15:19:37.382661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.683936Z digest=sha256:1febde2babf9c04ca5d185198fb7dbcedc93e5191821fbe5cbdc1dd26d68bc76

Observation cbe08bf9-801a-4d9f-853b-c88dbfe43881 · outbound

This paper cites Flexible Inference for Winners with Conditional Validity.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Flexible Inference for Winners with Conditional Validity

Reference 68

Resolution
verified exact
local_arxiv, observed 2026-08-15T15:19:36.853963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:19:36.689397Z digest=sha256:ebb650fe43c5376cd373c393872bc136fae5482b46c9c5c2c91f1986b21918f9

Observation 66342117-7729-4876-b7d2-81e070ec7c39 · outbound

This paper cites Adrian, J.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Adrian, J

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-15T15:19:36.694409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5fc0b4a7-7cce-4107-8da5-936cd9329dd5 · outbound

This paper cites Kossen, S.

When May a Model Replace the Experiment? Audits, Licenses, and the Price of Trust in Surrogate-Driven Design Kossen, S

Reference 70

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